54 citations · 76 across the 4 of their papers we have counts for
4 papers
A Light-Weighted Convolutional Neural Network for Bitemporal SAR Image Change Detection
Rongfang Wang, Fan Ding, Licheng Jiao +4
Recently, many Convolution Neural Networks (CNN) have been successfully employed in bitemporal SAR image change detection. However, most of the existing networks are too heavy and…
A Convolutional Neural Network with Parallel Multi-Scale Spatial Pooling to Detect Temporal Changes in SAR Images
Jia-Wei Chen, Rongfang Wang, Fan Ding +3
In synthetic aperture radar (SAR) image change detection, it is quite challenging to exploit the changing information from the noisy difference image subject to the speckle. In thi…
SAR Image Change Detection via Spatial Metric Learning with an Improved Mahalanobis Distance
Rongfang Wang, Jia-Wei Chen, Yule Wang +2
The log-ratio (LR) operator has been widely employed to generate the difference image for synthetic aperture radar (SAR) image change detection. However, the difference image gener…
Imbalanced Learning-based Automatic SAR Images Change Detection by Morphologically Supervised PCA-Net
Rongfang Wang, Jie Zhang, Jia-Wei Chen +2
Change detection is a quite challenging task due to the imbalance between unchanged and changed class. In addition, the traditional difference map generated by log-ratio is subject…